现代电子技术2026，Vol.49Issue(20)：49-54,6.DOI:10.16652/j.issn.1004-373X.2026.20.008
无人机集群语义通信与智能决策一体化网络架构研究
Research on integrated network architecture for semantic communication and intelligent decision-making in UAV swarm
谢鹏 1张红梅 1张晓丰1
作者信息
- 1. 空军工程大学 装备管理与无人机工程学院,陕西 西安 710051
- 折叠
摘要
Abstract
In allusion to the challenges of cooperative communication and intelligent scheduling for UAV swarms,the integrated network architecture of semantic communication and intelligent decision-making is researched.Based on the native network architecture,core functions such as network transmission,protocol identification and computing power scheduling are fully adapted,existing communication modules are deeply integrated and the scheduling advantages of the control layer are fully leveraged,tasks of optimal resource allocation and intelligent collaborative scheduling are accomplished,and an integrated network service system is built.Based on intelligent driving technology,an integrated collaborative architecture spanning different industries and application scenarios is built by integrating the multi-dimensional capabilities of heterogeneous multi-agents and multi-nodes in communication,detection and computation.In the intelligence-driven network,the modular design is used to realize the flexible scheduling and centralized management of cross-domain resources,and ensure high stability,fast response and reliable security of the computing process in the multi-agent environment.The intelligent algorithm is introduced to implement hierarchical and regional network management,and the leverage communication system is used to provide low-latency moderate edge computing services.The overall operational efficiency and collaborative operation performance of UAV swarm networks are comprehensively improved by combining network management orchestration and collaborative scheduling mechanisms.关键词
无人机/协同作业/语义通信/智能决策/智能驱动/一体化网络架构Key words
unmanned aerial vehicle/cooperative operation/semantic communication/intelligent decision-making/intelligent-driven/integrated network architecture分类
信息技术与安全科学引用本文复制引用
谢鹏,张红梅,张晓丰..无人机集群语义通信与智能决策一体化网络架构研究[J].现代电子技术,2026,49(20):49-54,6.
